Understanding deep learning techniques for recognition of human emotions using facial expressions: A comprehensive survey

M Karnati, A Seal, D Bhattacharjee… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Emotion recognition plays a significant role in cognitive psychology research. However,
measuring emotions is a challenging task. Thus, several approaches have been designed …

When xr and ai meet-a scoping review on extended reality and artificial intelligence

T Hirzle, F Müller, F Draxler, M Schmitz… - Proceedings of the …, 2023 - dl.acm.org
Research on Extended Reality (XR) and Artificial Intelligence (AI) is booming, which has led
to an emerging body of literature in their intersection. However, the main topics in this …

A framework for facial expression recognition using deep self-attention network

S Indolia, S Nigam, R Singh - Journal of Ambient Intelligence and …, 2023 - Springer
Facial expression recognition (FER) is a widely used technique for emotion recognition. In
recent years, numerous deep convolutional neural network (CNN) models have been …

[HTML][HTML] A novel framework using binary attention mechanism based deep convolution neural network for face emotion recognition

K Krishnaveni - Measurement: Sensors, 2023 - Elsevier
The use of facial emotion recognition (FER) technologies will become more pervasive in our
everyday lives. Emotional awareness is advantageous for many types of businesses and …

UIBVFEDPlus-Light: Virtual facial expression dataset with lighting

M Mascaró-Oliver, E Amengual-Alcover… - Plos one, 2023 - journals.plos.org
It is well-known that lighting conditions have an important influence on the automatic
recognition of human expressions. Although the impact of lighting on the perception of …

Deep feature selection for facial emotion recognition based on BPSO and SVM

K Donuk, A Arı, MF Özdemir, D Hanbay - Politeknik Dergisi, 2023 - dergipark.org.tr
Facial expressions, which are important social communication tools in our daily life, provide
important information about the mental state of people. Research is being done to obtain this …

Identification of facial emotions in Hitech modern era

P Srinivas, SN Khamar, N Borusu… - … Conference on Edge …, 2023 - ieeexplore.ieee.org
At the moment, one of the most significant areas of pattern recognition research is facial
expression recognition. This research study proposes a novel method for identifying …

[PDF][PDF] Enhancing Marathi Handwritten Character Recognition Using Ensemble Learning.

DV Chikmurge, S Raghunathan - Traitement du Signal, 2023 - researchgate.net
In the current era, the Optical Character Recognition (OCR) model plays a vital role in
converting images of handwritten characters or words into text editable script. During the …

Do Machines Better Understand Synthetic Facial Expressions than People?

G Carreto Picón, MF Roig-Maimó… - Proceedings of the XXII …, 2022 - dl.acm.org
The recognition of facial expressions is a topic frequently addressed since the raising of
Artificial Intelligence. From the point of view of the human-computer interaction (HCI), there …

An efficient semi-dynamic ensemble pruning method for facial expression recognition

D Li, G Wen, Z Zhang - Multimedia Tools and Applications, 2024 - Springer
Dynamic ensemble pruning (DEP) can select the best set of models for an unseen sample to
improve a classification system's prediction accuracy and robustness. However, little work …